• DocumentCode
    2844431
  • Title

    A Novel algorithm of local contrast enhancement for medical image

  • Author

    Yang, Hsueh-Yen ; Lee, Yu-Ching ; Fan, Yu-Cheng ; Taso, Hen-Wai

  • Author_Institution
    Nat. Taiwan Univ., Taipei
  • Volume
    5
  • fYear
    2007
  • fDate
    Oct. 26 2007-Nov. 3 2007
  • Firstpage
    3951
  • Lastpage
    3954
  • Abstract
    The local contrast enhancement of medical image is useful and important to the medicine diagnosis. The current techniques of local enhancing exists both over-enhancing and high complexity problems. The over-enhancement may cause the clinical information loss. In this paper, we propose the weighted calculation to prevent the unexpected effects appearing and the local bihistogram equalization (LBHE) to reduce the over-enhancing artifacts. The constraint curve provides a mechanism of automatic modification. We also propose the pixel-matching scheme for similar value search and an interlaced data flow for implementing our algorithm in parallel. The experimental results have proven that our method enhances efficiently the adjacent organic structure of the heart in MRI without local noise.
  • Keywords
    biomedical MRI; cardiology; image enhancement; image matching; medical image processing; MRI; heart; interlaced data flow; local bihistogram equalization; local contrast enhancement; medical image; medicine diagnosis; over-enhancing artifacts; pixel matching; Biomedical imaging; Clinical diagnosis; Density functional theory; Heart; Helium; Histograms; Magnetic resonance imaging; Medical diagnostic imaging; Nuclear and plasma sciences; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium Conference Record, 2007. NSS '07. IEEE
  • Conference_Location
    Honolulu, HI
  • ISSN
    1095-7863
  • Print_ISBN
    978-1-4244-0922-8
  • Electronic_ISBN
    1095-7863
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2007.4436982
  • Filename
    4436982